diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..6225c1c
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,74 @@
+image: docker:latest
+
+
+services:
+  
+# When using dind, it's wise to use the overlayfs driver for
+# improved performance.
+variables:
+  DOCKER_DRIVER: overlay
+
+stages:
+  - test
+  - release
+  - deploy
+
+.test: &test_definition
+  variables:
+    PIP_CACHE_DIR: "$CI_PROJECT_DIR/pip-cache"
+  cache:
+    paths:
+      - .venv/
+      - pip-cache/
+    key: "$CI_PROJECT_NAME"
+  stage: test
+  script:
+    - pip install virtualenv
+    - virtualenv -q .venv
+    - source .venv/bin/activate
+    - python setup.py test
+  
+test-3.5:
+  <<: *test_definition
+  image: python:3.5
+
+test-3.4:
+  <<: *test_definition
+  image: python:3.4
+
+test-2.7:
+  <<: *test_definition
+  image: python:2.7
+
+.image: &image_definition
+  stage: release
+  variables:
+    IMAGE_NAME: $REGISTRY_IMAGE:$CI_BUILD_TAG
+    DOCKERFILE: Dockerfile
+  services:
+    - docker:dind
+  before_script:
+    - docker login -u gitlab-ci-token -p $CI_BUILD_TOKEN $CI_REGISTRY
+  script:
+    - docker build -f $DOCKERFILE . -t $IMAGE_NAME
+    - docker push $IMAGE_NAME
+  only:
+    - tags
+    - triggers
+
+image:
+  <<: *image_definition
+  only:
+    - master
+
+image-3.5:
+  <<: *image_definition
+  variables:
+    IMAGE_NAME: $REGISTRY_IMAGE:$CI_BUILD_TAG-python3.5
+    DOCKERFILE: Dockerfile-3.5
+
+image-2.7:
+  <<: *image_definition
+  variables:
+    IMAGE_NAME: $REGISTRY_IMAGE:$CI_BUILD_TAG-python2.7
+    DOCKERFILE: Dockerfile-2.7
\ No newline at end of file
diff --git a/MANIFEST.in b/MANIFEST.in
index 10d2ca8..28b33b0 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1,7 +1,6 @@
 include requirements.txt
 include test-requirements.txt
-include README.md
-include senpy/context.jsonld
+include README.rst
 include senpy/VERSION
 graft senpy/plugins
 graft senpy/schemas
diff --git a/Makefile b/Makefile
index b86fcd9..802bc29 100644
--- a/Makefile
+++ b/Makefile
@@ -5,6 +5,7 @@ REPO=gsiupm
 VERSION=$(shell cat $(NAME)/VERSION)
 TARNAME=$(NAME)-$(subst -,.,$(VERSION)).tar.gz 
 IMAGENAME=$(REPO)/$(NAME):$(VERSION)
+TEST_COMMAND=gitlab-runner exec docker --cache-dir=/tmp/gitlabrunner --docker-volumes /tmp/gitlabrunner:/tmp/gitlabrunner --env CI_PROJECT_NAME=$(NAME)
 
 all: build run
 
@@ -39,8 +40,8 @@ debug-%:
 
 debug: debug-$(PYMAIN)
 
-test-%: build-%
-	docker run --rm -w /usr/src/app/ --entrypoint=/usr/local/bin/python -ti '$(IMAGENAME)-python$*' setup.py test --addopts "-vvv -s" ;
+test-%:
+	$(TEST_COMMAND) test-$*
 
 dist/$(TARNAME):
 	docker run --rm -ti -v $$PWD:/usr/src/app/ -w /usr/src/app/ python:$(PYMAIN) python setup.py sdist;
diff --git a/senpy/VERSION b/senpy/VERSION
index faef31a..967e82c 100644
--- a/senpy/VERSION
+++ b/senpy/VERSION
@@ -1 +1 @@
-0.7.0
+0.7.1-dev1